Author Page for Xinhui Yu

Development and Application of a Bayesian Network-Based Model for Systematically Reducing Safety Risks in the Commercial Air Transportation System

Number of pages: 31 Posted: 11 May 2022

Zhipeng Zhou, Xinhui Yu, Zeyu Zhu, Dequn Zhou and Haonan Qi

Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Nanjing University of Aeronautics and Astronautics

Downloads 107 (664,543)

Abstract:

2.

LLM-Based Causation Analysis of Aircraft Damaged Accidents for Risk Mitigation: From Macro and Micro Perspectives

Number of pages: 39 Posted: 22 Jan 2026

Xinhui Yu, Zhipeng Zhou and Quan Shao

Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and Nanjing University of Aeronautics and Astronautics

Downloads 33 (1,277,121)

Abstract:

3.

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Downloads 29 (1,332,057)

2

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Number of pages: 50 Posted: 05 Mar 2026

Jiaxuan Luo, Zhipeng Zhou, Jianqiang Cui, Xinhui Yu and Dong Lin

affiliation not provided to SSRN, Nanjing University of Aeronautics and Astronautics, affiliation not provided to SSRN, Nanjing University of Aeronautics and Astronautics and affiliation not provided to SSRN

Downloads 15 (1,559,710)

Abstract:

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Number of pages: 50 Posted: 17 Feb 2026

Zhipeng Zhou, Jiaxuan Luo, Jianqiang Cui, Xinhui Yu and Dong Lin

Nanjing University of Aeronautics and Astronautics, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing University of Aeronautics and Astronautics and affiliation not provided to SSRN

Downloads 14 (1,570,077)

Abstract:

4.

Bayesian network modeling for quantitative analysis of aircraft landing risks driven by a large language model-based agent

Number of pages: 32 Posted: 29 Jan 2026

Xinhui Yu, Zhipeng Zhou, Bin Meng, Jingru Zhang and Jiaxuan Luo

Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN

Downloads 26 (1,399,036)

Xinhui Yu

Nanjing University of Aeronautics and Astronautics

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Scholarly Papers (4)

Development and Application of a Bayesian Network-Based Model for Systematically Reducing Safety Risks in the Commercial Air Transportation System

Abstract:

LLM-Based Causation Analysis of Aircraft Damaged Accidents for Risk Mitigation: From Macro and Micro Perspectives

Abstract:

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Abstract:

Data-driven dynamic Bayesian network modeling of emergency scenario evolution: Decreasing the impacts from subway operation accidents

Abstract:

Bayesian network modeling for quantitative analysis of aircraft landing risks driven by a large language model-based agent

Abstract: